MS Teams Analytics Platform
15-Domain NLP · DuckDB · D3.js · Forecast Engine
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Python · TypeScript · DuckDB
NLP · D3.js · Prophet
Dashboard
NLP Analytics
Meetings + DuckDB
Forecast Engine
Avg Messages / Day
4,287
+12.4% vs last month
Active Users (30d)
847
+8.1% growth
NLP Classifier Accuracy
94.2%
15 domains
Meetings Analyzed
1,203
+23% this quarter
Daily Message Volume — 90 Days
Channel Activity Distribution
Peak Hours Heatmap
Top Contributors
Message Categories (NLP)
15-Domain Classification Confidence
Classification Volume by Domain
Sentiment Analysis — 30 Day Trend
NLP Pipeline Architecture
Natural Language → DuckDB SQL
AI-powered · sqlcoder
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Generated SQL:
Click Generate to convert natural language to SQL…
Run Query
Meeting Duration Distribution
Recent Meeting Summaries
Active model:
30-Day Message Volume Forecast
Decomposition: Trend + Seasonality
Model Accuracy (MAPE)
Weekly Seasonality Pattern
Anomaly Detection